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Titus KR, Simandi Z, Chandrashekar H, Paquet D, Phillips-Cremins JE. Cell-type-specific loops linked to RNA polymerase II elongation in human neural differentiation. CELL GENOMICS 2024; 4:100606. [PMID: 38991604 PMCID: PMC11406193 DOI: 10.1016/j.xgen.2024.100606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 05/11/2024] [Accepted: 06/17/2024] [Indexed: 07/13/2024]
Abstract
DNA is folded into higher-order structures that shape and are shaped by genome function. The role of long-range loops in the establishment of new gene expression patterns during cell fate transitions remains poorly understood. Here, we investigate the link between cell-specific loops and RNA polymerase II (RNA Pol II) during neural lineage commitment. We find thousands of loops decommissioned or gained de novo upon differentiation of human induced pluripotent stem cells (hiPSCs) to neural progenitor cells (NPCs) and post-mitotic neurons. During hiPSC-to-NPC and NPC-to-neuron transitions, genes changing from RNA Pol II initiation to elongation are >4-fold more likely to anchor cell-specific loops than repressed genes. Elongated genes exhibit significant mRNA upregulation when connected in cell-specific promoter-enhancer loops but not invariant promoter-enhancer loops or promoter-promoter loops or when unlooped. Genes transitioning from repression to RNA Pol II initiation exhibit a slight mRNA increase independent of loop status. Our data link cell-specific loops and robust RNA Pol II-mediated elongation during neural cell fate transitions.
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Affiliation(s)
- Katelyn R Titus
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, USA; Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Zoltan Simandi
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, USA; Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Harshini Chandrashekar
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, USA; Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Dominik Paquet
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany; Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Jennifer E Phillips-Cremins
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, USA; Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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2
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Peterman EL, Ploessl DS, Galloway KE. Accelerating Diverse Cell-Based Therapies Through Scalable Design. Annu Rev Chem Biomol Eng 2024; 15:267-292. [PMID: 38594944 DOI: 10.1146/annurev-chembioeng-100722-121610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/11/2024]
Abstract
Augmenting cells with novel, genetically encoded functions will support therapies that expand beyond natural capacity for immune surveillance and tissue regeneration. However, engineering cells at scale with transgenic cargoes remains a challenge in realizing the potential of cell-based therapies. In this review, we introduce a range of applications for engineering primary cells and stem cells for cell-based therapies. We highlight tools and advances that have launched mammalian cell engineering from bioproduction to precision editing of therapeutically relevant cells. Additionally, we examine how transgenesis methods and genetic cargo designs can be tailored for performance. Altogether, we offer a vision for accelerating the translation of innovative cell-based therapies by harnessing diverse cell types, integrating the expanding array of synthetic biology tools, and building cellular tools through advanced genome writing techniques.
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Affiliation(s)
- Emma L Peterman
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA;
| | - Deon S Ploessl
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA;
| | - Kate E Galloway
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA;
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3
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Carraro C, Montgomery JV, Klimmt J, Paquet D, Schultze JL, Beyer MD. Tackling neurodegeneration in vitro with omics: a path towards new targets and drugs. Front Mol Neurosci 2024; 17:1414886. [PMID: 38952421 PMCID: PMC11215216 DOI: 10.3389/fnmol.2024.1414886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 06/04/2024] [Indexed: 07/03/2024] Open
Abstract
Drug discovery is a generally inefficient and capital-intensive process. For neurodegenerative diseases (NDDs), the development of novel therapeutics is particularly urgent considering the long list of late-stage drug candidate failures. Although our knowledge on the pathogenic mechanisms driving neurodegeneration is growing, additional efforts are required to achieve a better and ultimately complete understanding of the pathophysiological underpinnings of NDDs. Beyond the etiology of NDDs being heterogeneous and multifactorial, this process is further complicated by the fact that current experimental models only partially recapitulate the major phenotypes observed in humans. In such a scenario, multi-omic approaches have the potential to accelerate the identification of new or repurposed drugs against a multitude of the underlying mechanisms driving NDDs. One major advantage for the implementation of multi-omic approaches in the drug discovery process is that these overarching tools are able to disentangle disease states and model perturbations through the comprehensive characterization of distinct molecular layers (i.e., genome, transcriptome, proteome) up to a single-cell resolution. Because of recent advances increasing their affordability and scalability, the use of omics technologies to drive drug discovery is nascent, but rapidly expanding in the neuroscience field. Combined with increasingly advanced in vitro models, which particularly benefited from the introduction of human iPSCs, multi-omics are shaping a new paradigm in drug discovery for NDDs, from disease characterization to therapeutics prediction and experimental screening. In this review, we discuss examples, main advantages and open challenges in the use of multi-omic approaches for the in vitro discovery of targets and therapies against NDDs.
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Affiliation(s)
- Caterina Carraro
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE), Bonn, Germany
- Genomics and Immunoregulation, Life & Medical Sciences (LIMES) Institute, University of Bonn, Bonn, Germany
| | - Jessica V. Montgomery
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE), Bonn, Germany
| | - Julien Klimmt
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Dominik Paquet
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Joachim L. Schultze
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE), Bonn, Germany
- Genomics and Immunoregulation, Life & Medical Sciences (LIMES) Institute, University of Bonn, Bonn, Germany
- PRECISE, Platform for Single Cell Genomics and Epigenomics at the German Center for Neurodegenerative Diseases and the University of Bonn and West German Genome Center, Bonn, Germany
| | - Marc D. Beyer
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE), Bonn, Germany
- PRECISE, Platform for Single Cell Genomics and Epigenomics at the German Center for Neurodegenerative Diseases and the University of Bonn and West German Genome Center, Bonn, Germany
- Immunogenomics & Neurodegeneration, Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE), Bonn, Germany
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4
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Reich M, Simon MJ, Polke B, Paris I, Werner G, Schrader C, Spieth L, Davis SS, Robinson S, de Melo GL, Schlaphoff L, Buschmann K, Berghoff S, Logan T, Nuscher B, de Weerd L, Edbauer D, Simons M, Suh JH, Sandmann T, Kariolis MS, DeVos SL, Lewcock JW, Paquet D, Capell A, Di Paolo G, Haass C. Peripheral expression of brain-penetrant progranulin rescues pathologies in mouse models of frontotemporal lobar degeneration. Sci Transl Med 2024; 16:eadj7308. [PMID: 38838131 DOI: 10.1126/scitranslmed.adj7308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 05/10/2024] [Indexed: 06/07/2024]
Abstract
Progranulin (PGRN) haploinsufficiency is a major risk factor for frontotemporal lobar degeneration with TAR DNA-binding protein 43 (TDP-43) pathology (FTLD-GRN). Multiple therapeutic strategies are in clinical development to restore PGRN in the CNS, including gene therapy. However, a limitation of current gene therapy approaches aimed to alleviate FTLD-associated pathologies may be their inefficient brain exposure and biodistribution. We therefore developed an adeno-associated virus (AAV) targeting the liver (L) to achieve sustained peripheral expression of a transferrin receptor (TfR) binding, brain-penetrant (b) PGRN variant [AAV(L):bPGRN] in two mouse models of FTLD-GRN, namely, Grn knockout and GrnxTmem106b double knockout mice. This therapeutic strategy avoids potential safety and biodistribution issues of CNS-administered AAVs and maintains sustained concentrations of PGRN in the brain after a single dose. AAV(L):bPGRN treatment reduced several FTLD-GRN-associated pathologies including severe motor function deficits, aberrant TDP-43 phosphorylation, dysfunctional protein degradation, lipid metabolism, gliosis, and neurodegeneration in the brain. The potential translatability of our findings was tested in an in vitro model using cocultured human induced pluripotent stem cell (hiPSC)-derived microglia lacking PGRN and TMEM106B and wild-type hiPSC-derived neurons. As in mice, aberrant TDP-43, lysosomal dysfunction, and neuronal loss were ameliorated after treatment with exogenous TfR-binding protein transport vehicle fused to PGRN (PTV:PGRN). Together, our studies suggest that peripherally administered brain-penetrant PGRN replacement strategies ameliorate FTLD-GRN relevant phenotypes including TDP-43 pathology, neurodegeneration, and behavioral deficits. Our data provide preclinical proof of concept for the use of this AAV platform for treatment of FTLD-GRN and potentially other CNS disorders.
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Affiliation(s)
- Marvin Reich
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
- Graduate School of Systemic Neurosciences (GSN), LMU Munich, 82152 Planegg, Germany
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany
| | - Matthew J Simon
- Denali Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Beate Polke
- Metabolic Biochemistry, Biomedical Centre (BMC), Faculty of Medicine, LMU Munich, 81377 Munich, Germany
| | - Iñaki Paris
- Metabolic Biochemistry, Biomedical Centre (BMC), Faculty of Medicine, LMU Munich, 81377 Munich, Germany
| | - Georg Werner
- Metabolic Biochemistry, Biomedical Centre (BMC), Faculty of Medicine, LMU Munich, 81377 Munich, Germany
| | - Christian Schrader
- Metabolic Biochemistry, Biomedical Centre (BMC), Faculty of Medicine, LMU Munich, 81377 Munich, Germany
| | - Lena Spieth
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
- Institute of Neuronal Cell Biology, Technical University Munich, 80802 Munich, Germany
- Max Planck Institute for Multidisciplinary Sciences, 37077 Göttingen, Germany
| | - Sonnet S Davis
- Denali Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Sophie Robinson
- Graduate School of Systemic Neurosciences (GSN), LMU Munich, 82152 Planegg, Germany
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany
- Metabolic Biochemistry, Biomedical Centre (BMC), Faculty of Medicine, LMU Munich, 81377 Munich, Germany
| | | | - Lennart Schlaphoff
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
- Graduate School of Systemic Neurosciences (GSN), LMU Munich, 82152 Planegg, Germany
- Institute of Neuronal Cell Biology, Technical University Munich, 80802 Munich, Germany
| | - Katrin Buschmann
- Metabolic Biochemistry, Biomedical Centre (BMC), Faculty of Medicine, LMU Munich, 81377 Munich, Germany
| | - Stefan Berghoff
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
- Institute of Neuronal Cell Biology, Technical University Munich, 80802 Munich, Germany
- Max Planck Institute for Multidisciplinary Sciences, 37077 Göttingen, Germany
| | - Todd Logan
- Denali Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Brigitte Nuscher
- Metabolic Biochemistry, Biomedical Centre (BMC), Faculty of Medicine, LMU Munich, 81377 Munich, Germany
| | - Lis de Weerd
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
| | - Dieter Edbauer
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
- Munich Cluster for Systems Neurology (Synergy), 81377 Munich, Germany
| | - Mikael Simons
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany
- Institute of Neuronal Cell Biology, Technical University Munich, 80802 Munich, Germany
- Munich Cluster for Systems Neurology (Synergy), 81377 Munich, Germany
| | - Jung H Suh
- Denali Therapeutics Inc., South San Francisco, CA 94080, USA
| | - Thomas Sandmann
- Denali Therapeutics Inc., South San Francisco, CA 94080, USA
| | | | - Sarah L DeVos
- Denali Therapeutics Inc., South San Francisco, CA 94080, USA
| | | | - Dominik Paquet
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany
- Munich Cluster for Systems Neurology (Synergy), 81377 Munich, Germany
| | - Anja Capell
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
- Metabolic Biochemistry, Biomedical Centre (BMC), Faculty of Medicine, LMU Munich, 81377 Munich, Germany
| | | | - Christian Haass
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
- Metabolic Biochemistry, Biomedical Centre (BMC), Faculty of Medicine, LMU Munich, 81377 Munich, Germany
- Munich Cluster for Systems Neurology (Synergy), 81377 Munich, Germany
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5
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Chandrashekar H, Simandi Z, Choi H, Ryu HS, Waldman AJ, Nikish A, Muppidi SS, Gong W, Paquet D, Phillips-Cremins JE. A multi-looping chromatin signature predicts dysregulated gene expression in neurons with familial Alzheimer's disease mutations. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.27.582395. [PMID: 38463966 PMCID: PMC10925341 DOI: 10.1101/2024.02.27.582395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Mammalian genomes fold into tens of thousands of long-range loops, but their functional role and physiologic relevance remain poorly understood. Here, using human post-mitotic neurons with rare familial Alzheimer's disease (FAD) mutations, we identify hundreds of reproducibly dysregulated genes and thousands of miswired loops prior to amyloid accumulation and tau phosphorylation. Single loops do not predict expression changes; however, the severity and direction of change in mRNA levels and single-cell burst frequency strongly correlate with the number of FAD-gained or -lost promoter-enhancer loops. Classic architectural proteins CTCF and cohesin do not change occupancy in FAD-mutant neurons. Instead, we unexpectedly find TAATTA motifs amenable to binding by DLX homeodomain transcription factors and changing noncoding RNAPolII signal at FAD-dynamic promoter-enhancer loops. DLX1/5/6 mRNA levels are strongly upregulated in FAD-mutant neurons coincident with a shift in excitatory-to-inhibitory gene expression and miswiring of multi-loops connecting enhancers to neural subtype genes. DLX1 overexpression is sufficient for loop miswiring in wildtype neurons, including lost and gained loops at enhancers with tandem TAATTA arrays and singular TAATTA motifs, respectively. Our data uncover a genome structure-function relationship between multi-loop miswiring and dysregulated excitatory and inhibitory transcriptional programs during lineage commitment of human neurons homozygously-engineered with rare FAD mutations.
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Affiliation(s)
- Harshini Chandrashekar
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
| | - Zoltan Simandi
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
| | - Heesun Choi
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
| | - Han-Seul Ryu
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
| | - Abraham J Waldman
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
| | - Alexandria Nikish
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
| | - Srikar S Muppidi
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
| | - Wanfeng Gong
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
| | - Dominik Paquet
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Jennifer E Phillips-Cremins
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
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Titus KR, Simandi Z, Chandrashekar H, Paquet D, Phillips-Cremins JE. Cell type-specific loops linked to RNA polymerase II elongation in human neural differentiation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.12.04.569731. [PMID: 38106199 PMCID: PMC10723365 DOI: 10.1101/2023.12.04.569731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
DNA is folded into higher-order structures that shape and are shaped by genome function. The role for long-range loops in the establishment of new gene expression patterns during cell fate transitions remains poorly understood. Here, we investigate the link between cell-specific loops and RNA polymerase II (RNAPolII) during neural lineage commitment. We find thousands of loops decommissioned or gained de novo upon differentiation of human induced pluripotent stem cells (hiPSCs) to neural progenitors (NPCs) and post-mitotic neurons. During hiPSC-to-NPC and NPC-to-neuron transitions, genes changing from RNAPolII initiation to elongation are >4-fold more likely to anchor cell-specific loops than repressed genes. Elongated genes exhibit significant mRNA upregulation when connected in cell-specific promoter-enhancer loops but not invariant promoter-enhancer loops, promoter-promoter loops, or unlooped. Genes transitioning from repression to RNAPolII initiation exhibit slight mRNA increase independent of loop status. Our data link cell-specific loops and robust RNAPolII-mediated elongation during neural cell fate transitions.
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Affiliation(s)
- Katelyn R Titus
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
| | - Zoltan Simandi
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
| | - Harshini Chandrashekar
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
| | - Dominik Paquet
- Institute for Stroke and Dementia Research, Ludwig Maximilians Universitat, Munich, Germany
| | - Jennifer E Phillips-Cremins
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
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